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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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The Astronomical Journal
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,452 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,452 works in the cohort · of 4,299,418page 10 of 30

Labels cover 0 of 1,452 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 1,452 of 1,452 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
WISE J072003.20-084651.2B is a Massive T Dwarf<sup>∗</sup> <sup>†</sup>
Trent J. Dupuy, Michael C. Liu, William M. J. Best, Andrew W. Mann, M. A. Tucker, Zhoujian Zhang +18 more
2019· article· en· The Astronomical Journal· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
46
citations
affunlabeled
Proper Motions in the Galactic Bulge: Plaut's Window
K. Vieira, Dana I. Casetti‐Dinescu, R. A. Méndez, R. Michael Rich, Terrence M. Girard, V. I. Korchagin +3 more
2007· article· en· The Astronomical Journal· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
45
citations
fundno affunlabeled
YSOVAR: MID-INFRARED VARIABILITY IN NGC 1333
L. M. Rebull, J. R. Stauffer, Ann Marie Cody, Hans Moritz Günther, Lynne A. Hillenbrand, Katja Poppenhaeger +13 more
2015· article· en· The Astronomical Journal· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
44
citations
affunlabeled
NGC 3256: Kinematic Anatomy of a Merger
Jayanne English, R. P. Norris, K. C. Freeman, R. S. Booth
2003· article· en· The Astronomical Journal· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
44
citations
affunlabeled
A Distance-Independent Age for the Globular Cluster M92
F. Grundahl, Don A. VandenBerg, R. A. Bell, M. I. Andersen, P. B. Stetson
2000· article· en· The Astronomical Journal· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
44
citations
affunlabeled
Period Changes in ω Centauri RR Lyrae Stars
J. Jurcsik, Christine M. Clement, E. H. Geyer, I. Domsa
2001· article· en· The Astronomical Journal· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
43
citations
affunlabeled
Multiple Outflows and Protostars in Barnard 1
Josh Walawender, John Bally, Helen Kirk, Doug Johnstone
2005· article· en· The Astronomical Journal· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
42
citations
fundno affunlabeled
Mid-to-late M Dwarfs Lack Jupiter Analogs
Emily Pass, Jennifer G. Winters, David Charbonneau, Jonathan Irwin, David W. Latham, Z. Benkhaldoun +3 more
2023· article· en· The Astronomical Journal· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
42
citations

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